{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "# Unstructured Meshes\n",
    "\n",
    "The popular finite volumes and finite elements methods can operate on unstructured meshes, i.e. grids whose cells can have arbitrary numbers of faces.\n",
    "Since version 2.5, Φ<sub>Flow</sub> supports unstructured meshes via the `geom.Mesh` class.\n",
    "Tensor operations for unstructured meshes are executed using sparse matrices and are fully GPU-supported."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/holl/miniconda3/envs/phiflow-dev/lib/python3.9/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.26.1\n",
      "  warnings.warn(f\"A NumPy version >={np_minversion} and <{np_maxversion}\"\n"
     ]
    }
   ],
   "source": [
    "# !pip install --upgrade --quiet git+https://github.com/tum-pbs/PhiFlow@2.5-develop\n",
    "from phi.flow import *"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Loading an Unstructured Mesh\n",
    "\n",
    "SU2 files can be read into Φ<sub>Flow</sub> via `geom.load_su2()`. This requires the package `ezmesh` to be installed.\n",
    "Here we can also specify what sparse format should be used to represent quantities sampled on the face centers.\n",
    "The default, `csc` allows for efficient boundary condition handling but you may also use `coo` or `csr´."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [],
   "source": [
    "# !pip install ezmesh"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [],
   "source": [
    "mesh = geom.load_su2(\"mesh_wedge_inv.su2\", face_format='csc')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "We can use `plot()` and `show()` from `phi.vis´ to visualize the mesh."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/holl/phiflow2/PhiML/phiml/math/_tensors.py:422: SyntaxWarning: Indexing without item names is not recommended. Got indices (cellsⁱ=300, vertex_indexˢ=4)\n",
      "  return gather(self, item)\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>"
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(mesh)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Defining Fields on Meshes\n",
    "\n",
    "Let's define physical quantity on our mesh!\n",
    "We can do this by creating a `Field` instance, passing our mesh, the values and the boundary conditions.\n",
    "Let's start with all centroids having value 1 while the boundary faces get value 0."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>"
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "F = Field(mesh, values=1, boundary=0)\n",
    "plot(F)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Since the boundary is not plotted, this is not very interesting.\n",
    "Next, let's see the boundary influence by interpolating the values first to the face centers and then back to the centroids."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>"
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": 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EbolpQdwCAV3282TmfaWk5QlM/x9B6vl8fCOUUuqSaRCpVMWw6VOpsatugQBuRvAWTJ9mDy/MlT6NAC7S8hiTK3HCzFU5lynp0+mrb8GALLj3bSJ9OoqfPh1DvLWQeBKTfGZR6VPMOOZiOgfFdiDxezGDf3pJ3wGlVGUxaDpbKXWppMbfy+bU4KdSbQDnxAF7cMGJ4adSY8x5+jSH9KmRGBLaBFW/OXG/iIcx2cMLc6RPJ/a0jQWCuFGbPs0GcLOkSJ02pHonpv/3FkifJvzxl0LsTZjED2HskaV5PqWUyhMt8aNU2XDAWQGR1/tB28RKXCywAhdh/tOn2cMLwQMKc6dPIY20Psai0qcTp087ckufBj4ntR+FxKOYkc8GVt8WTp9eNG8L8F5IPJGf51dKqWXKIGS0xE9pSqbTHN25q2DjGZPEaT9YsPGKMWZFXGNmBKlZydR9a9nAbRwYC6RPRy7i9OnUlThpewZz4Xr/MQW5wDGM6fcDUKWUUkWlK5ElKuS6bLz/voKNd3TnLjLnNxdsPACn/WBBxyz0eAUfM7YDCW/D9H+gMOMppZSqWAZte6iUUkqpOVSHwzREY9RHo9RHotTFotSGIzTF42Vc3EXlRkiX8U+BBpFKKaXKmO3G49Qh0sDmJo+3bb2WmnCEmkiE6nCYqrDtje35fbGjnuf3wnb9Xth+H2wHVxxcR3DF3rb3Z4yxLRIn2x6OJlMkM2mtglnhdCVSKaWUyhd3JbAanDqQOnBqbR3RaltHtNoegosjBLr2YA+5SYjJKgW2ZuiUjzOTh9iIc8uqNOvqGhhNJRlNJhlJJRlJJOgbHeVUop/hZILRZGri836P7CQj2Y/te/9zScZSKdJztEysDofZ8873FuRlVKoYNIhUSik1iyq7glfvv0ltIMCrmWzRaIvE+118bFWDiXqi04O6bLDn+febBNL0ualVBsxo4G0EzLBfZipzGmOGA58bm/yYabcnPj/GlK48DZ/mweccPvbEjwr8WqpKpulspZRSJSQOTqMN8GZbwQu0cZxYwQsGeN5kIDcR4MVADNL2AhMreBPlqILlp6YHeP2QOYMxQ5PBG6O2usFsgd3kx9L2NKbjZWD6ivQ6KpVfxoims5VSSuWqygZ4dfMEeNV2BW+eAE9cpOGTk4Xks/VJFwzwRuz7bIAXXMGbJ8Cr+q+IU4fp+28zV/CUUhetVDrWiMg9wMfxf5H8gzHmI9M+vw74FNAC9AD3GmNOz/ecGkQqpSrIQgHebHvwouC0gRNHmr+d2x68iw3wJtKzY0jtRzFDH4XkCzNW8PIS4GUGbX/y4aV/bqUqlAEyJZDOFhEX+ATwKuA0sFtEHjLG7As87C+BzxpjPiMirwD+DPjl+Z5Xg0ilVImYPEU7cw9esOd3DKQeqXo/xN+Rwx48b4EAb3Ta28w9eBK6FsI3YAb/koVStEsX4BlIHobUoSV6PqVU4UmprETeDBw2xhwFEJHPAW8AgkHkVcDv2I+/B3x5oSfVIFIplYNggNdgAzsb4Hnr/UCu9qOBFbxsC8mLPEU7Z4A35Ad4JCF1EJN8bmogx5hd7Rtb0gDPxHYg3uUw/vVLfymVUhXDL/FT/JVIYBVwKnD7NHDLtMc8C/wifsr7F4AaEWkyxnTP9aR5DSJzyL+vBT4D1NvH/IEx5uF8zkmp8hO3AV7DRJpWQtdj4u8MpGir5tmDF+gHvqgUbTYw83uHi3jzn6KdNcDL3l5cgCfNL8GMfwPGHlnal1IppZanZhHZE7j9gDHmgUU+x+8Cfy0ibwceBc6wwC/mvAWROebf/wj4vDHmb0XkKuBhYH2+5qRU4cX9d6GtIPFZUrQLBXiznaJdIEUrteBUI07btD14fQsEeBeZovW2II0PYvoL18deKaWWiwL1zu4yxmyf5/NngDWB26vtfROMMWfxVyIRkWrgjcbMXzohnyuRueTfDVBrP64DzuZxPkpNk0uZlBxO0U4P8GacojVIwwM2MFv6MinTAzxp+Dwm8S0Y/mQBX0ullFLTGaRU0tm7gU0isgE/eNwBvC34ABFpBnqMMRngD/FPas8rn0FkLvn3DwHfFJH3A1XA3Xmcj1LgboTo65HoG1iqU7QLBXjStg/T8RL8jhlKqeWgLhKhJV5Fc1Wcpmicxnic+kiU2miEukjUb5kY8tslZlslhpxsm0QX13EIOQ6pTIaw6xb7clQRZQqzEjkvY0xKRH4T+Ab+KsenjDF7ReTDwB5jzEPAXcCfiYjBT2e/b6HnLfbBmrcCnzbG3CcitwEPishWGwVPEJF3Ae8CWLt27cT9yXSaozsLl0IzJonTfrBg4xVjzIq4xtGvYPp/H62Dp1Q5qQO3GZwmcJoD3XZq7RaPGvC28otb4O6NG/3e2IGgL9sf23McQq5Lxhi/B7ZtfzicTDKSTDA4nmAwMU7XyDBHxroZTCQYSSYZSiQYTiQYTib8j5MJBOErb523Qooqc8ZAujRWIrFnTh6edt8HAx9/EfjiYp4zn0Hkgvl34B3APQDGmMdFJAo0Ax3BB9nNoQ8AbN++faJJach12Xj/fUs/8zkc3bmLzPnNBRsPwGk/WNAxCz1ewceM7UDC29AAUqliq/PfhW70t4hMBH11k60VqUYkDs60g2AEtpKI599P2mYVsge27FYRM+TXwMx0A6Mc6xvjm0cOM5RIMJJMMJxIMpS0AWAiwVDSDwpTmczs016E6nD4kp9DLX8lks7Oi3wGkQvm34GTwCuBT4vIFiAKdOZxTkoppS5KDit9iw36SCN1fxoI+oamBn2Zo3af8DBkhm1QGHibuG8ESC18CQ3rePqcw4PPPZOvF0mpKfw9kcVPZ+dL3oLIHPPvu4BPishv4x+yebsxxsz9rEoppXKzyKDPXQFkkJbHmD3oywT2DWf3DOca9A35XzMt6JO25zBd96C9s1U5S5dAx5p8yeueyBzy7/uA2/M5B6WUWh5qwW2ZDPpwIf5mMK+fZ6UvPC3Ymy/omyW9mzmKMYNgRpDIa0FCmKG/mrbSZ78ul5U+pVRFKfbBGqWUWqYuJr07X9A3bU+fOEjoesh02KCvZ+nTuwHG3YS4LZD48dK+TEpVsBLqWJMXGkQqpSpErkFfzLZvDAZ9MRAXaX16WtCXLQ0VWOnLDIGZttIXXNGbWA0M3jcz6JOWJzD9/x1Szxf6hVJKLRndE6mUUkUwLb0baOuI1CDx38BE37LIlb4cg74p+/eGIXwHEr0b0/OrF73Sp5SqTBndE6mUUgvJc3o3uKcPAdOPpF646JW+RXHX+nPJnLvkV0kpVTlKqU5kPmgQqVTFyiXoq7JB3/T07vSgz0XafpzX9G6QNH8bM/oFGHukEC+UUkpdNE1nK6VKwHzp3cmgz7iXIfE2iL2JvKV3gyVb3NVIw99iOrYX88VRquDinseKmhraq2poraqiuaqKplichliM+kiU+mgUrVpX2Uqod3ZeaBCpVN7YoA8geo/twjEz6MttpS/HjhyZo+BdBskXMGPfyl96N8ipX5rnUaqAXBHaq6tpq6qhrbqaFhsANsaiNERj1EYiVIcjxEMhIq5H2PVbJPqtEl1CjoMjwlgqxUgqyXAiweD4OAPj4/SNjXFheIgjvT1c176i2JeqVN5oEKnUhNxW+hYd9GGQ6t+aFtAtYqVvkUGfhG7FJJ+BsS/n40VSqjRII7jt4LTZbRnZrRl14NQj1MDESfswfvecOn7tenjnDdsJuS6JdJrRpN/2cMgGgX1jo/SNjXGyv5++sTEGE35gOJgYnwgSsx+Ppub/N1kdDvPr224syMuhSpcerFGqXLirIfJypOXxi17pW2zQJ237/K4cJIp33UqVlDg47f6H0deCxMFptHty6xGpAanyg0CJ2NaJtoVi9mMy+F1zbLvEzID/ZvoheQRj+ibvN4OQGURq/pAv7Evyf574McPJBBlNNas80zqRJSyZTnN0566CjWdMEqf9YMHGK8aYFXGN449hhj5+0St9SlU2167+tYPT6q8Aus0g9mCW1CJOtR8YSiSwCujhr9yH8E/XjwGCVL3DD/wy9i19Acx+TGZwIvjz3w8Ebg8ByUXP3JhBhhIOg4nxJX1FlJqPHqwpUSHXZeP99xVsvKM7d5E5v7lg4wE47QcLOmahxyv4mLEdSHgbJJ8rzHhKlRpp9PtkO612+0YzOI1I5A6QKqThc+DEQaKBADCwEogHJPxVwMywH9iZQRsE9kL6JMb0B4K/QTADgQNbA8CYP5W25zDdb0R7Z6uyZfRgjVJKqZIQ91cBvRXgtAT2AdbbNHCtXQGM+wGghJjYtztnGtgGgDhgBjGJ709bAZwWDJph/CSdUmohBt0TqZRS6pI5Ng28Isc0sIs0fBLExV8FDDORBp6yXzebBu4IpIGnrfzlkgau+ZDfO3v47wr3kihVAXQlUimlKp4L3hb/QMiM08B1CLWznAaeLw2cDfL6/Lf0Kf8wiA32pOaDmKE/h8SzM9LASqnlQQ/WKKXUshf3D4K47XOkgXM5DSxI44Mz08CmH1LHMJneyfvNwMx0sBkGMrlPueZ/QPIQpI/k5RVRSqlLpUGkUqrE2dPATju4Ng0s1UjsLZjIa0BqpqaBsyeAs6WbFkwDn58lDTwtCIy9DontwHS/vsivhVJqudGVSKWUulgzikK3BGoC1vlFoXM6DTwCGbsKiOsHkuYMpE/Mchp4WmmYS00DGy3/pBanORZnc1NzsaehikzbHiqlKljcPwjittngLxsA+t18RGr923hI83en1gTMngwmPftpYNMPqaOBNPDA7EHgLGlgaf42ZuQfYeyRwr8kqmJ4jsOK6hpW19aysrqG1upqWquqaY7FqY9GqY1EiIfCRD2/LWLwLW0yjCb1jw+lp7OVUsuSa2sB5ngaeNFpYP80MFIF8bdiBj8yrS7gxReFVmppxcBdhUgD17RF+e1bXkJzVRVNsRh10Rg14fC0HtmTweB4KsVwMsHA+Dj9Y2P0jI3SPTLCif5eesfG6LNv/WNj9I37LRMHxsdJpNNUh8Pseed7i33xqpiMprOVUsUgjXYFcLbTwHP1Bg5hiCHhq6B6FzNPAw9cVFHoeXlbkNibYPybeX5BlKoHbzW4q6Z2zHHqEakDp9puiwj+URQGXP/fARGubkkS80L0jI7SMTzM3s6OQBDov89+PDA+rq0R1SXR09lKqYsQKAoNEH/7xElgPw1cZ1cAF9MbePpp4J5ZTgMPIbUfxYx/E4b/Bi0KrUqS0+73sUcg/ivg1Ph/IEk94tTak/LRQBAYtu8JrIgP+H8MZXr8fbGZblsuyf4bCX5shv2vbfg0n3vB4WNP/Kg4160qkgaRSlUUzx4CabMrHS3gNtk0cMPiTwMDEnvN5H9q6U4wL87SG3iJ0sBmHEigAaTKrzA4K8FbZbdM2H2zbiMiDX5gOPFvJBTooBMBkhOBnURfAekuMN2Q2mf/OMr20u6zHw/4H6M9r5UqJRpEqsoiDRB+KdL00CJ6AwfTwH1znAaeVhomkAaWtn2Y7rf4z6lUyakCb62/Mui2QfXv2G0TTYEUsd0yMWVV0LMr5cNTt0lkuiFzGDPXqmBmAPAPnEjbc5iet2vvbFW29HR2CUum0xzduatg4xmTxGk/WLDxijFmRVxjci9m9EuLOg2sVMlzWsBZbU/TB4uq1yNOfSBFHA788ZRdNR/BP0mfRELX2xTxaUzmGfvvZHog2GdXy3W1W6mFGA0iS1PIddl4/30FG+/ozl1kzm8u2HgATvvBgo5Z6PEKPmZsBxLeBiP/XJjxlFoUD5wV/sERXIi9Cfj5wH5B21nHiTL14Ei2lNKwXRHPBn3dkDqEMT2Tp+qnp4rNqD+07Z1t+t5XnEtXqkxpiR+llFKLEAd3pU0Rt/tpYmm2+wXrQartqfrsntrA6iDj/jYKcZDwDZA+6weD6RN+itj0TQaEE3sG+9FSSkqVHqMlfpRSqkJJg78q6F3tf1z9e7beZgNC7dT9glNWBr2pp+pNH6R7IdOFSe+flh7uC6wSDpDdSiEtT2D6/z9IPV+0y1dKXTpNZyul1HKWLSnj2P2CbmsgRZwtt5TdL2g77UgEv8zSiL/1z4kgoav9wyOpQEmZGSeJ+yZLyiilKpwerFFKqRKQLSmzGogikddgQrfMUVJm+n7BhD1pPzhZLmbekjLZFLEtKRPbgcTvxfS+vTiXrkpO1PNYV1fP+vp6VtfU0l5TQ1tVNU2xOHXRCFWhMFEvRDKdJuy6xZ6uKiJdiVRKqSVTDd4af8+gk10VbJ6npExo8n22pIzEILQJSR2bv6RMps8PHNEexmp+bVVVbGhoYHVNHatr62irqqalKk59NEZtJELMCxHx/FaIEdfDcxxGkkkGxsfpGxula2SEzpFh9pw7S8/oCD2jo4ylUvzf17y+2JemVN5oEKmUujhOMzirIHwzEIbqD+RYUsaxtQWHJ1cFMz2QPoPJPDtHbcG+KSVlpPnbmKH7YeyRIl28Km0x8NaBu9a2SLT9471rePNV8LObryDieRO9sqOeRyqTYSiRoG9sjN6xUTqHhznZ38+es2fpGRulZ3SE3tFReuzbwPjYggWOqsPhglytKl3a9lApVcbcyZIy7grbpcfWF5xoQRefWlKGkE0Zp+1+wXGQEBK6wg8GU4cDJWX65i4po1SunHY/IPTW2oCwHZxmxGnwT7pPtA/N7mXNHmwaDLRGvABmhBe7R/j3/fv8gNAGhz2joyTS6WJfpSpHxj+hXa40iFSqLMRsILgK3CYk/FKMs9buF6wDqZmlpIw9QJItKWMGp3YdSZ/EZHoXLinjbUEaH8T0/nqxLl4tKzEbDK4DBGp+G6QOpNE/5OTYQ07Zw00SAVKB+pc9fpvE9ElM8in/djZQzL43g8xaCL3h0zx/weErB18s7CWriqZ1IpVSBVLvHxxxV9muI/YUsdMQ2C8YneXwiGv3Cw75/yEDkhmAdCcms2+W9PDMkjJKXRSnzQ8Ig/tcZ10ljAT2to74P4eAuOv9Wpjpp/xDThPBYCAw1Jahapky6MEapdRiBUvKANT8ATh1gZIyVYH0W7AfMXa/4NDkyl+mxxaa7p5ln2D2pPFkSRlp+Dwm8S0Y/mRhr1mVAQ+8zX5QGNxLKE0XuUrYO3Ol0Awwsbe17TlM33/T3tmqjGmJH6UqVLakTPY/U7tfMNt1ZEZJmWyKOAIk7cGRQQDEWwfpTkjvn1ZSZlobumxJGaWWwoxVQv9nePLnN7iXMA44SHj75B8nmW5Id+gqoVKXQPdEKlU2In73kdo/naekTPa9N1lSxgza/1R75y8pY/r9E8eBkjLStg/T+x70P1t1aaLgrQd3zWQ7RaftIvYSnsJkZlklrPqviFOjvbOVUjlb1kFkMp3m6M5dBRvPmCRO+8GCjVeMMSviGtMdiFRB+nTOJWWUWnJznTiWBnCqMbhIwydBvMCJ49HAynWXXd1eolVCMwbU5OlilapcuieyRIVcl43331ew8Y7u3EXm/OaCjQfgtB8s6JiFHq/gY8Z2IOFtmP4PFGY8VSHikyeO3ZWTewkdezp+MXsJM/6JY6n+fczQX0DiqRl7CZVSy4MxGkQqpVRlmbaXUEK3++8bP++fOHZiQPDEcbYu4bS9hMljF79KWP27kDwI6eN5v1y1NFwRNtQ3cFljo22J2FDGxV1UrvRgjVJKLVuz7SVc5IljqoAEZvzbi6tLqJa9sOOwoaGBjQ1NrKurZ1VtDe1VNTTF49RGIsRDISKuZzvguIylUvSPj9E9MkLv2Kj+VCg9WKOUUiXDaQNCELoNvMsXOHEc7F4ycPF7CWM7kPi9MPxA4a9XLbmo53FZQyOXNTSytq6OVTV1tFZV0RyPUx0OEwuFiNrAMOy6jKaS9I35gWHH8DCnBwbYc+4MncPDdI2O0DUyQtfIMD2jo6Qyk3VXq8Nh9rzzvUW8UlUKNJ2tlFJ5cZEnjk0Sid4F6dM2IJzcS6irhJUq7v9R4W20P08rwWlF3Aa/Y5NEQRr4jRsc3rP9ZoaTiYnA8MLwMMf6enn89Cm6RodtUOgHhr2jo6TLeSlJ5ZVBNIhUSqmcTJw4zqUu4cWfOJbmb2OG7oOxR4p8wSq/aiF0OXgb/MDQWen/PDkNU7s3SRT/Zylbiqvb75WdOoBJdPg/V5lupHoXD76Q4CM//IH+WaEKppx/1jSIVErNIQbeOj8oDHYvmThxXDX5H7iEkbb9zH/ieP7uJapCSKNdMVwPCNR+GKQOcepnCQwdGxhm+7mfh9ReTKbD1mvt8n/GMt22jeL8P0vGDDGecvQnTqklokGkUpVirrqE2R7HF3viWBqRuv+J6diOFlSvUE6rHxi66+22hBWI0wJOve3qFAwM8Qvym14AhAyknsFkOm1A2DUZIJrBol2SUktCS/wopUrPbKuELYjThPEuR7yVEP8Vcu9xfAl7Cb0t9nEaQJYVZ6UNDNeB5/eBF6fZ9oCfHhhm/MAw02NXB89D8klMOhAQZoPDYJ/3tucwAx/S3tmqvJXI0reI3AN8HHCBfzDGfGTa59cCnwHq7WP+wBjz8HzPqUGkUqVgRo/jaauEE3sJg6uEs+wlTD6FuGshuQcz+u/a41gFCDhrIbTRrhiuArcdkWZwav1DTWSQ1qcDf3RkA8NOSJ/HJA5MXSmcWDEcLfK1KVW6SmElUkRc4BPAq4DTwG4RecgYsy/wsD8CPm+M+VsRuQp4GFg/3/PmNYhcKOq1j/kl4EP4sfqzxpi35XNOSuXftBPHCNT9BUjDInscz7VKOP9eQgndjkkdgMSPC3fJqkhcPyD0NtpuOavAbbOBYY3/s0bUHmSKghm32xN6/K0JmfOY9Av+oZPIa0A8TP8f+MEh40W+NqXKQ4kc7r8ZOGyMOQogIp8D3gAEg0gD1NqP64CzCz1p3oLIXKJeEdkE/CFwuzGmV0Ra8zUfpS7aXKuEkj0hOt+J4z7AIGZ86XocqzIX8k8j40DsjcCb/cDQaQSpDexdtcGhGQv88dHhrxhmnp1cKQzuMyQ556jGuxpxWyCz4P8bSqkcGUpjJRJYBZwK3D4N3DLtMR8Cviki78fvsHD3Qk+az5XIXKLedwKfMMbfYW2M6cjjfJTyST1EXrW4uoTz9DheaJVQ2vZhBv4IDRQrWdSuFm6wB5tW+TUMnaappY+wf4yYUcAg4e2QPgHpU5jkbkhP21+Y6QFSRb42NZeSCB1UcRmgMEFks4jsCdx+wBiz2O4IbwU+bYy5T0RuAx4Uka3GmMxcX5DPIDKXqHczgIj8CD/l/SFjzNenP5GIvAt4F8DatWsn7k+m0xzduWtpZz0PY5I47QcLNl4xxqyMa0wgoc0X371EKWBKcWsvW8Ow1V8xdKbtYyXkn3QP1jBMH8cknpi5vzDTC6SRlicw/X8IqeeLfJ1qNmtq67iyqZmNDY2sq69nRXUNzfE4NZEIMS9E1POIhUKkM3P+/6vUUuoyxmyf5/NngDWB26vtfUHvAO4BMMY8LiJRoBmYc4Gv2AdrPGATcBf+BT0qItcYM/Wono2mHwDYvn37xBJPyHXZeP99BZvs0Z27yJzfXLDxAJz2gwUds9DjFXzM2A4kvA3T/4HCjKeWmTmKW3sbwalGWn44rbj1kA0Mu/xUcuqgrWE4/VRyH6DBxHKQa3CYTKfpHRulc2SE84ODHOrp5gcnjtExMkzH0DAdI0OMJJP88NfeVexLUkVWInsidwObRGQDfvC4A5h+BuUk8Erg0yKyBYgCnfM9aT6DyFyi3tPAk8aYJHBMRA7iB5W78zgvpVQlcRrBvTxw2GkFSItth1e1QHHrC5Da65elCW/1//hYRHFrVUKcNYg0sX1ljP/9ilflFByemyU4vDA8ROfIMGOphbcRVIfDBbgwVfJK4NeEMSYlIr8JfAM/8/spY8xeEfkwsMcY8xCwC/ikiPw2/qzfbsz8IXA+g8hcot4v4+fg/0lEmvHT20fzOCelVFkQ8K6EWEOguHUzOA2zF7fOBobpLshcgNSzmERnoONJ1/zFrWM7EG89JJ4s2BWqHDlrIHSFv9/U9Qvpi9ts+2XH7M9CFL/nusu6ujH6xsZnDQ47hocZT+seU7WUSqd3tq35+PC0+z4Y+HgfcPtinjNvQWSOUe83gFeLyD4gDfyeMaY7X3NSSpWwxRS3NuNI/G3+SuFEces9mHTnzFRyoLi1WkZyDg6T/naBdCdkzkPqMCbxqK1t2QGZDv9zjEHDp/nSfoePPfGjIl+cqiglsBKZL3ndE5lD1GuA37FvSqmyYotbexttKnlaceuJGoaRyZWiTH9Oxa2l6SuYoftg7JEiX6NaNGcNhDaDuxFwoP7jfmWE+YLD9ALBoVKlStseKqVU1mzFrS8HiSBNj0wLDCNAYjIwTHdC5hwmvXdmK7x0F1rceplbTFo502sDQIOkjmDSx6cFhx3oz4MqG7oSqZQqX2G7Urgx0Iu7zdYwrPUDgPmKW5tewGBG/mFRxa3VMpGPtLIlbc9hhu7X3tmqzOlKpFJqWQmDd5Utbr3OdtpptXsMAzUMg8WtM/12hbAD0mcwyT25Fbf2tiCRl8Dol4pxoepiBdPK7lqI3OmvKDd/55KDQ6VUZdAgUqllI1Dc2l0zGRi6DXZVyE8jG2JI+Bqo+rVAQfWOBYtbqzIxPTjMJa2cOe8fQDJ9mOG/1eBQqaWk6WylVH7MUdzayfblDh488Wypmr5ADcMDmMTU4tZS+1HM+CMw/MliX5xaSrOmlZv8ftrzBYepQ5jEY5N7DecKDms+5PfO1sNKSi0tDSKVUjmTRrtiuN4PDBFo+EdEamcJDKcXtz4Pqb2260l3oI7hIopbG61zt6zMWDlsR9xmDB7S8EDgZ2V6WvmQppVLSH00ytaWVq5obmFDfQOra2tpq6omlUkTdt1iT08VS+F6ZxeFBpFK5cJptTUM1weKW7eAUz97cevMgH/gJN0FGCT5LCZzfuqhk/mKW6vlb47gcM6Vw0wXpM/ZPYc/RKre55cxSjypwWGRNcXibG1t44qmJjY2NLKqppbmeJzqSIS4FyIWCuE5Dr2jo3QMD3F6YID9XV386NRJdt12R7Gnr4qsRNoe5oUGkapyLaa4NRk/MMz0BIpbP4lJB/cWZlcMpxa3lrZ9/glUEkW5TLXEZqSVFwgOpxxI+eHCaeWsqvdA8gCkTxXy6irOiupqrm5pY1NTExvqG1hZU0tLPE51OEIs5BHzQjgi9IyOcmF4iDMDAzzXcZ6zg4OcGxrk3OAg54eG6B0bnfHc1eGwBpFK09lKlQ1vPUR+Bmn7Wfz/5LOB4fzFrTEz/4NQZWbelcM6kBDSto/ZTys/pmnlUuSshtBV4G0Cdz3iXcMvXS286aqridkVRDB0j/gB4umBAX567ixnBwc4PzTE+aFBzg0N0T+u30t1CTSdXZqS6TRHd+4q2HjGJHHaDxZsvGKMWRHXOPoIpv/30WLGFeIS08pkOiB0PRK5E9P182hwWCKc9X6AGLrMDxCdFeA0glNlv68xID15CC19BswIz10Y5J+ff5bzdiVxMKEZAqUu1rIOIkOuy8b77yvYeEd37iJzfnPBxgNw2g8WdMxCj1fwMWM7kPA2NIAsA04rRF6Ze3B4sWll8Fciw7fP/xi1RBxb3/Qqv3KBuw5x2sFtAKmy39c4mITNIlyA9Cn7PT3vbzVJX5gsWxTU8Gle7HJ49MTxolyZqkyi6WyllCqQXErZAFLzu4F2ihcZHKoCc/3Usnelvx8ZB2n4R3BqAgFiDMy43UpyHlKnMInvTwaG6XN+4KhbTNRyYNA9kUopdckWW+dwIq0crHPYCZkLSMOnMUN/qTUNS4oH3hUQ2gLuZeCt8VcQJw6q2RSzGZ08nIaBxA8wqeNTVxE1U6DKhuieSKWUmpPTBngQf+ci08o5FsGeVRn/aV+SojZAvBK8y8BdgzhtNkCMTX6fzfBk8J8+hUk+Yz/OriJeINhPXdqewwx/Vntnq/JWxr+uNIhUSs1u1vZ5s60cpoEQEv0ZTSsvS3EIbUG8zeC2Q93fIV6bPZGeDRAjtih+dnX4BCaxO7B6eM4/nT69r7pSSoNIpVQZyTk4XDitTLoTvA1I44OYnjcV+8rUDNW2xM2VtrXmasRpBcd+r50YEAYzgN9WcxTJnMKMPu4Hh9kgMdOF9ldX6iJpEKmUKnkTwWErErkHE7rZppVrAsXTlzqtrIqnHsJX+WlmdwO4q/ze19nvtxMDPMj02+/pWUgdwWQetauHNkjMdAOZid7ZZvBPi3xd5eHyhka2r1pN+e6GUznRtodKqaJa7Mqh1IIZRDStvHw5TYBA7BdAdoCz0g8QnWogBk4ccO1KcadfAzH1Iibx3WkBYg9lvQxSJFHP4+qWVra2trGpsYm1dXW0VlVTG4kQ80LEQyES6TQ9oyP66quypkGkUsVy0UWw50gr2+BQGj6PSXwLhj9Z1MtTc3Dap3RR8QPEZj9AnCiS7YAZQ8K3QOoIpF7AjJ8N7EE87/dmV3nRFItxXXs7VzW3cllDE6tra2mKx6gKRYiHQkQ9j4Hxcc4PD3G6v58XOjo4NXCIM4MDnB0c4OzgICPJJNXhMHve+d5iX44qMq0TqZTK3bTg0BiQps+DVM+eVp6tQ8oswaFaBpxVNkDc7HdRcbNdVIIBIra+pe2iknoaM35u6h5E04+0PIHp/wNIPV/cayozIn6q+ZrWNq5saWF9fQMrqqupj8aIh8LEQyFcEbpHRzg3OMjx/j6+f+IYZwYHODPgB4gXhodIZTLFvhS1XFRiECkiDwPvNcYcL9x0lCphs6aVs3sO51k5FDCjX4HMWQ0OlzOJQOS1ts3eOsRZuXCbveRPMOlsgGjfm6FiX0mZi9pA/mq72rsGcVttQfNG3n2jy9uvu4HOkWHODAxwrK+Xn5w5zZmBAT9QHBygZ1QLmSuVi/lWIv8J+KaIfAb4c2NMcp7HKrV8OWsgtMkvkDyRVm5ZODhMHZ43rZwlbftg5EFAe/SWJsf/w8DbMn+bPcR2yVlEmz219Jwm8K71i5p7GxFnNbiN9nsVnyxHlO6A9ClI7cWMfwPSZ5HqnTzw7Ch/+fgPi30VqoJUZDrbGPMFEXkE+B/AHhF5EMgEPv+xAsxPqaXltEP4TqTlx5pWrgjT2uy5a22AWD+tD/PY/G32IncisTdjul9f7Asqf+5lELrG3xLg2S0BUud/v5wY/oGibhu8n8QkfuCfPE+ftav9F5irXqUxv07GOAW9HKUq+XR2AhgGIkANgSCyFCTTaY7u3FWw8YxJ4rQfLNh4xRizIq5x/AnM0P0aHC57rp+yDF1p2+ytXbjNXvoUJvHC1P2HubTZM7cW5IrK39RUszEO0vT/AquIcTCJyRPn6eN+UfP0mckgMdNT7ItQKneV2jtbRO4BPgY8BNxgjBkp2KxyFHJdNt5/X8HGO7pzF5nzmws2HoDTfrCgYxZ6vIKPGduBhLdBck9hxlMXKdhmb6NdQWyzRbL9lKXU/cUcbfYCJW6mtdlTeeY0gnfdPKnmqE01+1sCkAxm5PP+CfT0GX/faOn9V6OUmsN8K5H/HXizMWZvoSajlKoEcbsadYXfRcVZbdvs1QZWEOdvsyd192GGPghjXyv2xVQWZyOEr7Hfu/WIs8Ku/M6Xaj5nA8SZqWZpew5G/0N7Z6vyVokrkcaYlxZyIkqpcrBAmz2JgYTB9EO6y+5lO4kZfcL2X861zV6aEttdUwYckEaI3WtPNa/1TzVLjR8gShxMMlDcXFPNSuWiIg/WKKXUVPUQvtrWQAy02XMaAM9fVZrSZu8cpI7aNnuBQyrZNnuqsKQRwtf5p9BnTTXHgCTiVEH6tD3V/PXASqKmmpW6KBpEKqXKmtME3taJE7E4qya7qMxos5ftw3zAb7NHGKl+P6bzldpmr5gu9VRz1bsRpwnT975iX8my0xiNcuOKVWxt89sgrq6toz4apTocJpXJEHbdYk9RFVMZ/0rUIFKpcje9zZ67CnGapxXJdvwAMNMBqTOQet622TtnD0HM02bP2wK8z64wqvyYr4D2LKnmiznVbHR1eC4R1+Xatnaub1vB5uZm1tXV0RyvojocpioUxnMcukZGODPYz5HeHp46cJbTA/30jI7y4C+8udjTV0UkRtPZSqlSNaXN3jrEXYnxLke8NVD1rtnb7CV/GuiiMtlmTxXRLKeaDR7S8MBkPdPgqeZAAW1NNS+NKxqbuH7FSq5q9lshtldXUxuJUhUOEfNC9I+PcW5wkGN9fTx24gQnB/o5PdDPqYF+OoeHZ11sqg6HC34dqgRVcJ1IpVSxOOv9AHGRbfbEXQWJH2JGPqNt9krF9FTzrKeae+z+w5OYxKOItxEz9H8g8aN5C2irHDmtiNPM7Wuq2dzUxKqaWuqjMarCIapCYcbTaS4MDXGyv4/9XZ08cvggpwcGODXQz9nBAZLaK1tdLF2JVEotHcc/mOJtse0Wg2324oH0ZMKmmM9D+nTObfYkdAcmfRJSh4twbZUom2q+auqp5pxSzecgc2b2VHP8VyC533+cykHcHhy6BkKbEGctuE0g1XZPrwNGaI4Ps7+rk5+cOe2vJvb7q4nDSa0nqtRiaRCp1JKa2WbPmAzS/LXJYsu5tNnLXPA7rajik0Z/BdFpgrq/RJxVNjhZuFezppqXkmML0F/v//ty1weC9Sr/+5Dp9/d/po5jEt/zvx/p0/5bphsaPs1/HnD42BM/KvbFqAqieyKVUoA32UUl5zZ7J0EczPDf2f/Qcmyzpwonl1PNZgxwEQwm8ejUAFFTzUvHWQGhbRC6GtyNiLsy0Ofc/vFlU/6knsOMnwwEiueYv7aoUkWiQaRS5S7ir27M2WYvZg83zNZm71xgFXFmmz2J/SKMfgW/Fb0qrEWeap6rgHZsBxK/F9P/e8W+oGWuGsLbILTV9s4Gafp3P90sVf5D0p12RfcIJvnjQJB4Rlfn1fKjp7OVKiNSgwm9BGn6j0W02cueZO5EV5xKjNME3rUL9Goe0FRzwbh+wB66FkJXIO56cFr9eqPZ1H+mx77+x0HADP8NJA/4geJcZaSUWs40iCxNyXSaozt3FWw8Y5I47QcLNl4xxqyIa0wexIx+eWqJmwXb7KmimONUs5FapO6jLFhAW1PNS89Z668mZjvfuCsCWzriflCePgfpE5B8yh7ysquJmQsEuxVJ9B4Y+7b2zlblTYPI0hRyXTbef1/Bxju6cxeZ85sLNh6A036woGMWeryCjxnbgYS3wchnCjOemsd8qeZsQJKY9VSz1Px3zMD/htF/L/ZFlKH6QMr5csRd7be2lCq/vBQZu7J70k85J34AqdM27XwG3e+r1FSazlZKqcWaUUB7+qnmS0g11/y+7o+7aJ5fBid8LXhXIO46cFv8tDMO0vZju7p7xu99Pvbw5Ann9Cn/e6bmVBUKc9PKVVzfvoKrW1qLPR2l8kqDSKXUxcmmmsO3gcSQxv+YpYB29+QhJD3VXDjOBojcYEvhbLAp59rACu+gvwUgdRyST2JGT/mpZQTT927KOv+2BBqjUW5etYZr29rZ3NjEqtpa6qNRqsIRop5H9+gIp/r7OdHfV+ypKpVXGkQqpWaxiFPNmX4ggxn7z8n9iOkzekgin6QRwjf4pXC8y/1VXqfBdjOqst8bu8KbPIQZ/87kSmL6DNMrCACY0HWI24IGkL4V1dXcvHI117a1c1ljIytraqmNRKkOhwg5Lp0jw5zo6+NAdxffO3GME/19nOjr4+zgAGnjv4bV4TA/u/nKIl+JKroy/ielQaRSlchp8k/Qeos51fx1u6o4LdXsbUEaH4SRTxf1kspLFBCI/TzIvYi7Ftxmv/uKxEE8u8p72k85J54OBImn/ZVGtaANdQ3ctGoVW1vbuKyxkfaqamoiEapCYVxHOD80xPG+Pl7s6uThw4c40dfLyf5+zg8NlnNcoJaSlvhRSi034rRioj8/rYB2vb+K6MSZmWrWU80F522y3Ve22O4r7YHuK1EwY0jkJZB80W95OaX7SidlvbyxlLwrIXQjhK5CvGvYsdXhbddcS1UoTMYYzg0Ncqyvl5+eO8ux3t6JFcWuUS39pJZIGf9T1SBSqWVn/lPNhigSvhJJX5ilV3OggLbKL6fVdl/ZakvhrAKnPtB9JeGXvEmdhNR+e6hosvuKtDyG6ft9SD1f7CspcY49KHQDeFch3jpwmm1tyiow4/7PfeoYmGF2nxng73+6mxN9ffSPjxV78qoSaBCplCqYGaeaZ0s1D/qrhelTkNo3eao5cxap/aifeh7+ZLGvpMzFbVHtayG0CXHW2tPn1Xa11wl0wjmKSfwkcMr5tN/9SOUo4q/ahq/3t0+4a/1/JxN7QIdsoHjE3/+ZOuHXqUyfnPo6N3yaI70Oz104X6wLURVG0HS2UmopzVFAe+qp5p6JHsF+qjm7FzGHVLPRoulLw7G90q9Hoj+LcVchTY8EUs4R/1BR5qxtl/i9aSnn7mJfwDJTBeHtEL4O3M2Iu8b2zbb7QDN9dg/oYczYV/0AMX3CL2SOriiqEqZBpFIqNzNTzZgU0vLtWXo1n4X0MZtqzu5HPKOp5kJyVtiU89XgbkTclTZwsb2czahfCgdBzChm5FNTUs7a5WiRpNEPFEPXgrsJTAZp/urkCnumx66uH8KMPemn+tMn/dd7lhPlSqniymsQKSL3AB8HXOAfjDEfmeNxbwS+CNxkjNmTzzkpdUku4lQzkVsw/f/TptfOaRqzoKoD3Vc2+atbwTQo2O/VaT8VmvxxIEg8M1nQPLYDid8Lo18o3qUsF047hG6C8DXgXh6oUVkFEvL/gEqdhNRBkNsw/R+G1D4NylV5KqHT2QvFZCLyf4CX25txoNUYUz/fc+YtiBQRF/gE8CrgNLBbRB4yxuyb9rga4L8BT+ZrLkrlbCLVfAV46wKnmuNzFNBe+FSzVP06jD8GJIpwQeXOA+8quy/xCsTdAE6LPVQRtynn3skDRuPfssF9dl+i1rK8KM56iGwHbyvibQS3HaTGtkUUu1/3hH+yfPwRm3Y+4deuDOT2JP5LkPiJ9s5W5a0EgshcYjJjzG8HHv9+YNtCz5vPlcibgcPGmKN2Qp8D3gDsm/a4PwE+CvxeHueilOX6abSaDy/cqzmlp5pLgrNu4kCFf8p5BUbqkdr/BXX3+fUq0+ds0LIHkz7p75NLn/ZPP5Mp9hUsT8HSOO4GcFsnTzyT8V/z1HFIPo0ZPW5X2k/oXtCA1nh1saegSkEJBJHkHpNlvRX444WeNJ9B5CrgVOD2aeCW4ANE5AZgjTHmayIyZxApIu8C3gWwdu3aifuT6TRHd+5ayjnPy5gkTvvBgo1XjDEr4hozvUjm/OJ6Nas8qg+knC9H3NV+9xWpsitbmcD2gCOYxKNI/N2Y4Qdg5PPAeJHnv1y5gdI4W5DwHeC4SOtPppXGOYpJ/BjSx/39iakTYPqLPfmSEfc8blq1hu0rV3JlUwtr6+qoi0apDkcIOU6JxA+qmEoknb1gTJYlIuuADcB3F3rSoh2sEREH+Bjw9oUea4x5AHgAYPv27RPfjpDrsvH++/I1xRmO7txF5vzmgo0H4LQfLOiYhR6v4GPGdiDhbZj+DxRmPAWEbLDibxMQdx24LYHuK2G7ReAMpI756c9U4JTzbAFL/O2Q6UIDyIVkS+NsA+9K2/kmu4d3amkcMuchk8QM/PHM0jiKrS2t3LJqNVtb29nY0EBTPE51OEI8FKJndIQTfX3s6+rke8ePcqyvl6O9vYwkE+x+53uLPXVVbIUJIptFJHim5AEbO12MHcAXjVm41Ec+g8gzwJrA7dX2vqwaYCvwfREBaAceEpGf08M1Si03DsTe6KdA3Q2BwxTZbQKD/inn1HFIPokZPWUPsJyasU9OLdYSlcap+ZDfOzu1v0jXUXwrqqu5bfVarmtvZ3NjM+3V1dREotSEw4ylUpwa6OdgdxdfPXSAo729HOvr5VR/H8nM7FsmqsPhAl+BKjmGQv166zLGbJ/n8wvFZEE7gPflMmg+g8jdwCYR2YA/0R3A27KfNMb0A83Z2yLyfeB3NYBUqgRJo5/2DF3tp5ydVX7KeeKUs4NUvdsPCpOH/ILPE72cz6DlWS6RNEL4Jv/Ql7sJ8VYHTjxPL43zk8m0s5bGmSHiedy5bgM3rljJluap6WfPcTg3OMCR3h52nz3Dkd5ujvX2cqyvj8GErnqri1Mi6ex5Y7IsEbkSaAAez+VJ8xZEGmNSIvKbwDfwj5N/yhizV0Q+DOwxxjyUr7GVUosVtSec/SLoftqzOZBy9mzK+bTdI/f0ZJAo1UjD32K6Xl3si1jeppXGMXhIwwO2vmi2NM4pSB3EjPxgsiNL+ixaGmcW3tUQvhlCVyPuRpvGb+HXrnd5wxVbONHXy/5A+vlYXy/nh4aKPWul8mIRMdkO4HPGmJxC37zuiTTGPAw8PO2+D87x2LvyORelKp57ud0btwXc9YjbHui+kq1vec6eSv9hoF7iKbv/cI7fKd6Wgl7GsjalNM5l4LbNWRqH8FbM4F/B+A/sKfPSWM4oKU47hG+F0HWIt8m+nrX+KXIzZv/oOYQZ+xqkjyNV7+Hvnx3hvsd/VOyZq0pSIv90c4nJjDEfWsxzascapcqF0+KXZHFXILFfhOjrwKmfLIRuEn4wkjoJqRftyfTs3sTzaNpzicxWGkeqAyfNs6VxfjpvaRyJ/SIk9/kHXipa3O75vAHcKxFvjf25rgZx7et51C/vNHrEf23Tx/19uNOY+C9jjFPoC1AVrkTS2XmhQaRSy0YcQtf5pXBCmxFnLbhNgVI4jp/ylCpIncaMfX3yhHP6tJ62XTLZ0jjbwLvKnjZvsoFidaA0zjEtjbMY3tV23+fWQPo5ezio138dkwcwI9/3P04dsyu0SpU4DSKVUvnn+J1yQtfbU87rA8XQq2z3lX6/6HnqOCbxvWkpZ78QujR8HpP4Lox8priXs6xF/IDdpv8ldD04NUjrblsaZ9iWJDqCSXzHHmI5oaVxFjI9/WxSSMs3/GBxlvQzqWP+z7aukqvlqnCns4tCg0ilCslZAaFt/ilndyPirrTlWLIp51E/tZw+CannMOMnAquJ2lt4aWVL41wL7hWB0jj2e5HpnyiNQ2ofeFdi+t49szSOmib39DPhazG9vwnJ52dNPyu13Il9K1caRCq1pKoD3Vc2+91XzDjS+qgthYPtvnLaX8VK/jiwmnjGDyLV0pFGP6AJXQvu5bY0Tt200jgnbQ3FJ/39oumTM0vjxHb4J9ZTh4p2KSVn3vRzz2Tv7HnSz1L16/6+Tw0gVTnTlUillM8D7ypbDucK/+CE0zLZU1jCdv/WWUgfw4x/Gwldjel5h/+fqOkt9gWUnymlcS6zhc6zgWK2NM7JaaVxTmlpnFw4rRC+DULXI97l4LZPO/18ygbgX4P0MXuopXLTzw3RKC9du54bbQvE9upqkuk0Ydct9tSUygsNIpWazlkH4eshdFWg+0pdoPvKiE05n4DkU5i0TTmnTtuVlmmBSfV/g+QLQKIIF1MmJkrjXA3eZRipQ2o/BHUfBZzA9+MAZvzrkwdZtDRODvz0s4Suw7htSNPX7M97zSynn4/aQPGY3zKxQq2rq+OONevZtmIFlzc20RyPUxuJEHE9zg8Pcbi7m8dPn+LM4AB/8vK7iz1dVWR6OlupshKF8MttyvlyP+XsNAROOWdsyvmUPTjx6NReztqvOT9mlMZpCdRQDJbGeQbcyzAjD8LoF20NS7WghdLPhBDT77+u2VXFCj/9fF1bO7etXsu1rW1saGigIRajJhxBRDjV38+B7k4ePnSQw73dHOnp4dRAP5lAjebqcFiDSFXWf8dqEKkqi7cRoq9GwjfY07XHMOOP+KuI2b2JWoYlT7KlcW7wTzx768BptsH7fKVxToLpm/JMEn2tra2oAeQUC6af5zn9nO2dPfq5Yl9FQYUdh1tWr+GWVWu4uqWVNXV11EWi1EQijKWSnOjrY19XB//6wnMc6enhcG83HcN6Al8tggaRpSmZTnN0566CjWdMEqf9YMHGK8aYFXGNo/+B6f9AwcarLBG/RFF4G3hX2vaJjXZ/4rTSOONaGufiBE8/X4F4a+dIPz+1YPHtylKPOM28fEMdN69aRXt1DbWRCNXhML2jYxzt62FvRwcPHz7I4Z5uDvf0aL9sdemMprNLVsh12Xj/fQUb7+jOXWTOby7YeABO+8GCjlno8Qo+ZmwHEt5WmLHKVrY0znX2BPrlgIu0PuX3eZ4ojXMEM/ZVe9r5hJbGWTSB2BvA+RXEvWye088/0OLbQc46iNxuV2Mvsz3ga/w6qwai7iDfOX2UQz3dHOnp5mhfL4m0HrBSeaRBpFKqokij3T93zTylcU75JW/S34fYWzDdb5pZGkfNb87ez1VgEkjkdkju1dPPs/Guta/dNYi3HpxGP22P+NtTUgftVpUj/lv6NDR8ikcOO/zVkz8u9uxVBdGVSKVU+cm5NM4hzMijk2nn6aVxvC1I7E1+kKNmsVDx7fN+kDOt97M0fwvT9/uQer7YF1BEEQjf4v9B423xC8I7dYE9nichuR8z+m+TwWKmo9iTVmoqDSKVUsuSsx4iN4K31ab22uyJ52r80jgXJnsSj3/Dpp21NM5F8a6G8M0Qunqe4tva+3lW0gDhl0D4RsS7wj8Q5NT6f9Bk+vw/UJJ7p64sVvweT6WKT4NIpZa7KaVxNmK8TUhoA1TvZGppnKcxo8cnVxT1ZPPiTaSfs6ef2+Y5/azp5xmm71c0KaTlu/5+xfQFuyL7E8zoYRssHkNLaqnlTtPZSqkicgKlca6aLI2T7ZIzpTTOjxC3Fca+gxn6hJYruijZ9PON9vTzGnDawIkgLd8OnH7ercW355LTfsWvI6H3Y7rfBqn9aPcgVZYMZZ3U0SBSqZIQgdB1tjTOlllK4wzZQPHowqVxwi/DZDo1gFyIt9UeHgqmn2vsCfPeyTT/yPf9ovThl2C6X1vsWZeQqJ++D99k/7hZDRLcr2hPj8+3X7H6/fYwVvkFkNvaV/CK9RuRYk9EFZ8GkUqpS5ctjXMteFfYQwK2U47E7d4vLY2zpOY8/ZxD8e2g2A7/eSqRNE7br9g2x37Fh22weBTMQLFnXTBXtbTw0jXr2da+YqKrTW0kymgyycmBvnKOH1QOBE1nK6VyFSyN421C3FVgxpHWJ2aUxjGJn0z2eNbSOJdgtvRz/YKnn/VgxjROFbjroPbPZ9ZXnNiv+GTF7lfc2NDAy9au58aVq7isoZGmWJyaSIRUJsPxvl5e6LjAo88e51BPNwe7u+kfH6M6HGbPO99b7KmrYtMgUik1YaI0zrXgbkTclZMrM1NK4xzEjP8Aqf0jTNfP+oFLGabtCiaQfjZSj9T8EdT+ySzFt7+vp5/nM2O/YkOgGPcQkjqMGf/61PqKFfRzu7K6hrvWb2D7ylVsamyiOV5FbSQCwIn+PvZ1dvC5F57nUE8XB7u76B4dLfKMVakTU75RpAaRSs3GWQ+R7dNK41TPURrn65MrirOVxqn9I5sirZz/iC/alPTz5eCumCxJNJF+PgwkYPRLmNEv6+nnWQXrK16FuKun1Vc8MbO+YtX7ELcZ0/9bxZ58QTTF4ty1fgM3rVzFlc3NtFRVUxuOEHIdTvb382JXJ18+sJ+D3V0c7O7mwrAenFJqOg0iVeWaUhpnA7itkyeep5TG+amWxllSuaafn7Knn4/NSD9L87cxqf2QPlq0qygJ0gDh2+fYr9jr71dM7MWMfy2wX3GuNH65rpbUQuQOCN+CeNfw1q0ub79uGxHP4+zgAC92dfH1w4f9YLGnizMDA2X7Sqgi0NPZSpURdw1E7kba9k4rjfNjP1DJrijqyeZLN+/pZy2+vSjz9YNOX/BXZ5NPTNuvmCj2rAssDpGX2GDxKn8V26n1tzukL0DqIJhhfnSqj48/+WNO9PeRKeM0oyoderCmRCXTaY7u3FWw8YxJ4rQfLNh4xRizIq5x7FuY/t+fWRpHLZ7TBuE7QaJIwz/7nUZmpJ9zOP2sfIH9ikY8pOHv/QMv8/WDJlPsWRdY2Kbqb7XbTVZNtuvMdNmAejdm9AAkD/p/rJDyv7Th05zsdzjW11vUK1AVRoPI0hRyXTbef1/Bxju6cxeZ85sLNh6A036woGMWeryCjxnbgYS3aQC5KAuknzM9gEw7/azFt+e2UD9of78iZDBDH4fx71VoP2gHQtshcht41yDe2sk6lJl+u+XhOczYFyF1yE/VV9zqq1oOdCVSKVX+5u39PK34djD97G1BGh/EDP1Vcedfaubdr9i3YD9oidwNyX0VEECK35Epcgd419oT4/X+a2WGbbD4vL+vM3kI0kfA6IlotYxoEKmUKgszim/Pln4+rOnnxch5v+KRiqyvOIV7OUTutD9/tnd266NgEv7rknoBM/I9u7J4SFez1fJndCVSKbXMiHs5pvq3tfj2UpI4VL3b7sNbP0c/6Erfr2g5a/xgMXwD4l7ur2o7tWAyNl2/FzP6r0jNBzBdr/MPtClVrjSIVEqVnFnTzzUYIkhoI5I6oKefF21afcWJftA1gCDRn5lZX7Hs083zcFrtyuJ2xNscWIV1bcH9/ZixL02uLGY6p359zQcgUx4tEqtCYe5at57b1qzl6pZW2qqrqY1EMXoCXJUxDSKVKmULFt8+FUg/H4PUcaTuzzHj34DhTxZ79qVrsf2gQzcisV/AdP9isWdeHNIAkZdC6CYkdKVfU1Vq/Q5N6TN+p6CxrwaCxXPFnnFebW1p5a71G7hhxSrW19dTH41SHQ5zYWiY/V0dfOPIYV7s6uT0YD9ffeuvFHu6qoi0d7ZSKs+yp59vAPfKWdLP5/yTp8mncjv9bCo0hTqbBfcr5tgP2ruy4FMvjjBEfsbWWtzi75l1av2+7+nzNmX/HRssHvQDyDJO2ddHo7xi/UZuXb2GK5tbaIlXUReNksqkOdzTwzPnz/HVgy+yv6uTI709JNJTu1JVh8NFmrkqKWW8Gq1BpFIFIdPSzxvAbZql+Lb2fr4o3rUQvg1CW6f1gw7uV6zcftAzRf0V7vCtSOhqcFeC0wLiIaHNfm3PxI/9QDF1yNZaLO/X66aVq3jZuvVc37aCNXV11EejxLwQZwcH2dfZwX8e2M+Bri5e7Oqka3Sk2NNVy4iuRCqlcjPb6WczjrT9dFrx7Ycn0s96+jlXUT8ID9+EkTqk5g+g5o/n7wddyfsVAfBsrcXbwbvarnLX+avcmR57cvwZzOjnIPIziLiYvvcVe9J5VR+J8Narr+XmVavZ3NREc7yK2miEkUSSwz3dPH3+HJ/f9wIvdnVyrK+XVKZ8V1pVAWjbQ6XUVAv1fs6mn/3Tz1L3UUznSyHTXeyJLw+57FckDWPfxox9xfaDLo/DGZfE2+bXWgxtRdz14Nb5q7Fm0A+oE89jxv4zUJh7bOrXh24Ct6UYM88Tzx6SugMJXQPuKnBaectWh5P9/bzQeWEiWDzQ3UXf2NjCT6nURZAy/jtEg0il5jLH6edFp5/rPgoZLZ8zwyXsV5Tmb2OSeyD5TFEvoSi8LRC+w75uG/zUvVPjF+BOHbOFub9lU9FHKqM7k7MGIi+H8Hb/AJrT4P/hken3g+bkHszIg0jVO/n7Z0b42BM/KvaMVSXRlUilylROxbcPTTn9rOnnRQr0g559v+IBra84K4HYz4HzG4i30dalrAWTsqfHX8CMPBYozF0Jq7FRiLwEwi9BvK3gtfslmMSD1Ak/gB55EFIv+kH0tADaxN8KOMWZulJlSINIVVmcJgjfibT8SItvLymB8Msm6yu6q2ftB637FWfhrLCFuW/0/5Bxmu3KYhqJvAwST2NGPz95yCXTU+wZF4Z7ub+6GLohsOKa3ct5AJN4DEZehNQBe0q8jJd71LKmB2tKVDKd5ujOXQUbz5gkTvvBgo1XjDEr4hoTT2GGPq6nny/GlH7QmwMlYGJI3Z/5K2SJQH3Faf2gK5rTZAtz34h4V/r7D6XG1lo8ZYPs/5xYWZSm/8T0/S6kni/2zPNLquwe2FuR0FWTe2CNgfRRSD6HGfkOJA/4r830vZxKlTKDlvgpVSHXZeP99xVsvKM7d5E5v7lg4wE47QcLOmahxyv4mLEdSHgbJJ4ozHjLVU79oO1+RSNI3f/EdN5e7FmXiFr/gEv4Zj9Y9NptYe4IpM/a9P037Mri4cpaRfO22kD6en9rg0khLd/y/5hLvogZ/6YNFl/UP/BU2dCVSKVUeVqK/YrelmLMvATE7f68WxDvKr+bkFPr99hOX/BrUyYeg5FsrcWTVM5ez3qI3uW/NqEr/RqUTh2YhN068ixm7GtI3YcxnXfObIe4jDnAbavXcteGDdzQuoLMeAribrGnpYpJg0il1PIVtqVObgZvC+Ku0f2KixIG9zK/T3T9ZxBvla21WOWXbUodguRuzKhNt6ZOUFEHr0Lb/ZaI3nWBOpQxv9RVch9m9Cv2oMuBmWWu6j4MZvm+VlWhMK/csJE71q7j6vpm2iIxaqrjDA+McvS54xz45m62/tbrij1NVUTa9lAptUzU+ytj7iok9laI7ZijH/Qjul9xVo4NiG4D7xrEW+uf/HWqbaCTQVJ7MWNf9NPQqSNAotiTLhyn1ZbRucnfD+s0272LI37wnHgWM/YFP1hMHQdSxZ7xklpRXc2rL9vELStXc0VNA42RGFXVUbrO9HDoqaP84MdPcfjpYxx55jhDff6p8HhNjDdqEFnZjNE9kUqpErLQfkWJQmo/ZvQ/5u8HXcm8a/x9i961k2l8p8YvCZM6Ymstfg2ShyB9BKJvQOL3Yob+vNgzLwDPdga6Awlda4t0Z/d0nvb/EBm1wWLyIJi+Yk94yW1taeXujZdzQ9sKNsRrqY9GCUdCnD58ngOPHeI/nvguR54+xvG9p0mMVdAfEuqi6EqkUqrwZuxXbPRXxQj2g565X1EaPo9JPAljXyvyBZQAdxNEXmbrgF4WCBYTfnCdegEz8r1ArcWhYs+4sJw1ELnLL9Idvg3EQdqehcyAf/An+ZStu3igLPd0eo7D7WvWcee69VzX0saqcBW1VTEy6Qwn9p5i75ee4wd7jnDkmeOcOXSejLZAVGoKDSKVKqqI3a940xz7FU/qfsVcOGv9YDF8A+JeDm6TDRYzfs3P5D7MyL/YYPEwmN5iz7jAIn4Zncjtcxbp9mujjmH63lumwXQ14rTyM5c18Ko1G2gJx6ipiTPUO8yRZ4/z7L8/xpeePsbhp4/TfbZCanGqwtCVSKXUJZGGiX7bfj/o9gX2K2o/6Fk5rX6wKLVI9S6o+f9sKt/1g6HUi4E9iwch01XsGReee9nUIt1uo19Yf6Ei3TUfQtyW8gggnVUQfRWEbmZUriQjjUS9CADumdN865++y5Gnj3Pk2eMM948UebKq3Gk6WymVm9n2K5oE0vrdQD/on8zaD1oF1fsnfsM3I6Er/ALUUgMSngx8ErsxY4/YYPF8sSdcBHGbis4W6W71Vxcx9o+S522q3p4aN6PFnnB+eNdC9BVkvBsYNRtx3Do8x+VYXw9PnzzPM+f3sq+zg0M93fzjz/4Cx7+yh//4+MPFnrWqFAbIlG8UqUGkUhfDuxbCt0Fo6xz7FQ9hxr8OqSNI/V9jOm4s3//EL0ncBou32C4u2VqLUduO8iBm/Ls2DX3QBpAZpPnbmMSjkHi02BdQGFOKdK8Dp96uLlZSke6w3y0p8jJS7nWMsYqwV00yneFgdyd7zp3l+Y4n2dfRwYn+vnLOIKrlpox/GPMaRIrIPcDHARf4B2PMR6Z9/neA38CvBdEJ/Lox5kQ+56RU7qL2lKqtr+itDpR8ydZXfDG3/YomXdipl5yof0hoYtVsVSCd3+kH3YnHJ/tDp08Alfia1U8U6TYSQhr+3v68pQJFuh+2dRfLucRQPcReCeHbGJerSdJKLBSnd2yUfZ0d7D57hn2dB9jb2UHXiKajVWnTdPZFEBEX+ATwKuA0sFtEHjLG7As87GlguzFmRETeA/w58JZ8zUmpWUmj7d2b3a/YFghweu3BDO0HnRvP1lq8HbyrA8Wns3vyDvuB0Oi/2dXFY1RUYe6gBYp0Qxoz9H9h/Jszi3SXE3cthN8EoZsYkc0gjUS8MGcHB3ju5HmeOneCfZ272d/VwXCyQn9W1PKmdSIvys3AYWPMUQAR+RzwBmAiiDTGfC/w+CeAe/M4H6X8/6RDNyGNX5qjH/QT0/YrlutKzxLwttke0bcBHtL6hP96mkH/9Us8jxl7yK4uHgXGij3j4rjIIt3S8gQkXyivADJ0A0ReQcbbxohZj5dycOo/x9Hebp4+cY5nzj/P3s4OjvR0k1zm5XREhBUb24o9DaUmLJQdto/5JeBD+En4Z40xb5vvOfMZRK4CTgVunwZumefx7wAeme0TIvIu4F0Aa9eunbg/mU5zdOeuS55oroxJ4rQfLNh4xRizIq4xdWLhftBqkrcFwnfY/XgbArUWR/1AO30WuBrT+25bPme42DMuEs+Wa7oDCV1TkUW6J0XtXteXknSvZZyVRLxqxlIpDnZ3svvsGV7oeJyP/cxruf1TD9A7trz3C4sIKy9rY9ONG9lyy2auedkW1l65ikzGkE6lCUVCxZ6iKqJSSGfnkh0WkU3AHwK3G2N6RaR1oectiYM1InIvsB24c7bPG2MeAB4A2L59+8S3I+S6bLz/voLMEeDozl1kzm8u2HgATvvBgo5Z6PEKPmZsBxLeBsP/UJjxlhNnA0RfZkvDbLSHhWr9/XjpY5B8ATPyWKAwty1B5G1BIndA8tnizr+QJop034R4l9vAuhYy/baX9p6yLtI9hdMEkbshfCtjchUpWoiFYnSPjrC34wJ7zp5lb+c+9nd20D06NVj8GGCW2amD+QLGTCZDrDqK4zjFnqYqFYZSOVizYHYYeCfwCWP8QrrGmAWLEucziDwDrAncXm3vm0JE7gb+O3CnMUZrnSiVb85K/6Rv+AbE22TTqzX+51In7YrZ5ycPuWQqufBy1O9HHn2935O85fvTinQ/hxn5rE1FHyz/VVj3MojejQltZ5RNIA1EvDCnBvp57sR5fnruCHs7H+dAdxcjZbB/UQNGdakEkNLYE5lLdngzgIj8CD/l/SFjzNfne9J8BpG7gU0isgE/eNwBTMmti8g24O+Be3KJeJVSi+A02bIw2/29eG6r3QMagvQpv4vL6H/aYPFwGZeGyZF7ub+6GLoxkLa3B4LMMJhhzMCfzCzSXZYEQjdB5C5//yLr8dwaBOFIbzc/PXqOZy48w/7OTo709pBa5vsXYWbAuPWlW1i3RQNGtQQK88+jWUT2BG4/YLO4i+EBm4C78Bf+HhWRa4yZe+9N3oJIY0xKRH4T+AZ+RPspY8xeEfkwsMcY8xDwF0A18AURAThpjPm5fM1JqfJUaw+43Ix4V2JCm5DQJqj+LX+/YuoAZvwbk2no9FnKOwBayPQi3W0gtUwW6X4OM/IdW3fxEDDmb4OI3wvj3yny3PMhDpE7kfCtJGhhvH430VAVI8kkL3Z1sufsWV7o+CF7Ozs4M1geXZQ0YFSFVKCVyC5jzPZ5Pp9Ldvg08KQxJgkcE5GD+EHl7rmeNK97Io0xDwMPT7vvg4GP787n+EqVl7ifWg3fgnhXBQpzx+3p8oOYxGOI0wTjj2CG/oqy3ouXC+9qu7pYyUW6A5zWwP7FLaRoIhaK0TkyjDMu9IyO8mc//AH7OjuX/WGXLAHW1dWztbWNtXX1bP2vr+ZNv/16DRhVYZTOnsgFs8PAl4G3Av8kIs346e2j8z1pSRysUUoFhewp39vA24p4q2wNwSq/3EvqECR3Y0btSlnqBFNqLYbvxJhBKiuArLdFum/12yQ6LZOHgmYU6T5MRdSm9K6EyCswoRv9/YtOPWE3xKn+Pp45fp6fnjvIvs4ODnR3MZZK8eG7XklrVTU/OnWy2DO/aMGA8fr2Fdy8ajWXNzaSMYZ0xlAVCmnAqArMlESdyByzw98AXi0ifqFa+D1jzLw1xjSIVKpoHAjd6K8uetcg3trJjjiZfhv8PI8Z+6If+JR1h5JFCN0AVEHV+5DqXXZ1cbJItxn9ig0WD5RXjcU5OX43oMidZNzrGWEtIbcGAxzu7mbPubM8d+Ep9nV1cKy3l3QJ/Ie2FDRgVGpxcsgOG+B37FtONIhUqhBC19j2idfaXtvZWovDfiHu5PN+R5zkIUgf8QtRVzqnBSKvmL1ItxEkdRwz9nV7MvoY2SLd5S3uvyaR20k415CgnWgozlAiwf7OTvacO8MLHY+xr7ODc0Pl01VJA0a1nJVCnch80SBSqaXkbYbwS+0evI1+sEgKaXjAtk98HjPy/ckT0do+Eb9I9822SPe14K606fu5i3RL87cxY1+DsVn7E5SP2M+C825G5Uoy0kQsFOXC0BAvnL3AnnNn2dvpn5DuHy+fbkAaMKqyUyar/7PRIFKpi+Gssx05bkDcy8FtsiuLGRss7sOM/AukDiGNn8F0bEdT0QSKdG+3RbptQfPMgN3r+VPMyD/76ehyL9Id5F0N0VeQ8W5k1FyG49YhaehIvoGfnDnN0+dfZH9nBwe6uxlPl9eK67q6eu5YU6cBoypPBqSMf41pEKnUfJzWabUWs/22Xf9AS+rFwJ7Fg5DpKvaMS4Qt0h1+CeJtBa99WpHu522wmC3SPVTsCReIB+GXQORlpN3rGWUNYa+adMZwqKeLPWfP8nzHHvZ2dvBvb3wLv/X1r/FcR3mcGp9thVGAf/nFN2vAqMqbrkQqVeakwU9Dh29CQlcGCnOH/cLSyRcxY1+1p6EPQuZ8sWdcOpxVQATq/sYW6W6cLNKdOoBJPAYjL1ZIke6gaojeDeGXkHC2kqCNWChO//gY+zs72H32LPs6v8/ezg4uDJdXEK0paaUCyvhXngaRqsIIuGuh5oOItwXcdltrMQrp87Yw93cmW/6lT1PWvwEWZXqR7la7uiiAi5guzMj37OriITDlUWcwJ84aP2AM3WT3LzYSC0U4NzjIc2cu8NTZk+zreor9nZ0MJsqru+tcAWPaGDIaMCpVKm0P82JZB5HJdJqjO3cVbDxjkjjtBws2XjHGrIhrzAwhmSFM4sc24DkM6RP4ZbEUAN5Wm8a/3p4mr5u7SLfThDR+FjPwwQWftix419n9i9sYNRtx3Do8x+VYXw9PnzzPs+f3srezg0M93STS5fUzpQGjUipoWQeRIddl4/33FWy8ozt3kTm/uWDjATjtBws6ZqHHK/iYsR1IeBum/wOFGa/k1dsi3bf4afxZi3R/bTLYnq1It9NY4DkXSti2k3wp6dDLGTeNhJr3kUinOdjdyZ5zZ3m+40n2dXRwor+v7NarNWBUaonoSqRSatkLbfdPlHvXId4au7pYyUW6g+oh9koI38a4bCVJC7FQnN6xUfZ3dpAxY1zWOMabvvD/6BopvxqeAsRDIdbU1vJHL71LA0alloqhrItMaBCpVLkRFwndiKm7YmaR7tQhSDyLGbN1F1PHqYwi3QHOeojejQndxKhsxkgjUS/M2cEBnjt5nqfOHWdf5094sbuToYRflultW69lZU1tWQSQc60wGgNpY7iiqVkDRqWWiGB0T6RSqhR5tsf2HUjoGnBXTR4SyrQhiSdnFOmuOKHtELnL7l9cj+vV4ojL0d5unj5xjmfOP8/ezg6O9HSTzJTfcsFCKel4KISrAaNS+aVBpFKqqJw1EHl5oEh3gy3S3W+LdO/BjDwIqQNI3V/4B1+GP1nsWRdQ1BZ/fylJ91rGWUnEq2YsleJAdydPnT3L8x2Ps6+rg1P9/WW3fxE0YFSqZGkQqZQqjIWKdD+HGflsoEj38MynKONfWAA4TUAMib+D0ehvkaKFWChG9+gI+zo62H32DHs797G/s4Pu0fItM7Surp5rNGBUqrTpnkilVF64l/uri6EbbJHuBi3SPZ17md2/uJ1RswmcBiJemPFUkuc7Rnnk8EH2dT7Bi92djCRnOTleJjRgVGr50j2RSqlLE73Hb50YugrcNnvQxUD6qG0B+B1bd/EQMFbs2RaBQOimif2LI6wn5NYAwpHebn569BzPXniWfZ0dHOnt4Vv3/hr/8sKzPHyosDVNCyEbMHqOw1/d8zraq6s1YFRKlSQNIpVaSrMV6SaD1PwOJPdPLdKdKY+eyIsX91+jyB0knWsYZwXRUBUjiSQvdney5+xZXuj4IXs7OzgzOFDsyebVQiuMddFosaeolLpUuhKplJqqfpYi3XVgkoEi3Q9D6kWk6UuYzlcDiSLPuQicVojcDeFbGWMLaaeZWChK5/AwL5y7wO6zZ9nf9Tz7OjvpHSvf/YugKWmlKpPRIFKpiqZFunPjXQGRuzGhGxhlEzj1hN0Qp/r7eObYOZ4+f5C9nT/kQHcXY6nyrk2pAaNSCvC3smsQqVQFcFptGZ2bZinSfRgSz2DGvmhPRh+j4op0T3AgfCtE7iTtbmOMdYQzcdJ1X+Jwd7dtB/gUezs7ONbbS7qMf4GCBoxKqQXo6WylyokL4ZdA+KXTinRHIH0aknu1SPeEOEReAZHbSTjXkKCdaCjOUCLB/s5O9pw7w9D4s7z/llu5/u8/UezJ5pWIBoxKqcXT09lKlQtvA0Rfg4Rv9+ssJp/CjPyzn45On6Ss/2RciNMOkVdB+BZG5Uoy0kQsFOXC0BDPn73AU+fOsrfzGfZ3dtI/PnmC/KqWFt7PrUWc+NKbXrj77g0bWVvfwFff9ssaMCqlFkeDyNKUTKc5unNXwcYzJonTXtiSIoUesyKucfTLmP7fL9h4Jcm7GqKvIOPdwKi5HHHrCLsex/t6eeb0eZ4+/yL7Ojs42N3NeLq80/aL6fRSFQoXd7JKKVVClnUQGXJdNt5/X8HGO7pzF5nzmws2HoDTfrCgYxZ6vIKPGduBhLcVZqyS4Pmp+8jLSLvXM8oawl41qUyGQ93dPHXuLM9d2M2+rk6O9/WSKeO/mEFbAyqlCswAmfL9vbqsg0ilVFA1RO8Gby0J+TUSoXcTDVUxMD7G/s4Odp89y97O77Gvs5MLw0PFnmzeacColCo+LfGjlCo1zmqIvgpCNzHKlWScRqJehPNDg9Qmozx++iT/9MxPebGrk8FE+den1IBRKVWyNIhUShWNd21g/+JGHLcOz3E51tfD0yfP8+z5vezt7OBQTzeJdJovvfmtPHvhPLvPnin2zPPGEeHWVWu4oX2lBoxKqdKmQaRSKv9CEL4DIi8j5V7HGKsIe9Uk0xkOdnfa+otPsq+jgxP9fZTvr6WpZi2rk87whiu2aMColCptuidSKbX06iH2SgjfxrhcTZJWYqE4vWOj7OvsYPfZM+zrPMDezg66RkaKPdmCWFRKWn9zKaWWBQOmfEvH6a9ipQoh/uuY0PWMyhUYaSDqRTg7OMCzJ8/z03Mn2Ne5m/1dHQwnk8WeaUEsFDBWhUI4usKolCoHms5WSuUkdANEXk7Gu4ERsx7PrSWUEQ6P38tTx8/w7IXn2dvZwZGebpKZ8v3rNGiugDFjDGkNGJVSatnSIFKpixKFyEsh/FKS7rWMs5KIV81YKsWB7k6eOnuW5zseZ19XB9/+5V/nFz7/ryTS6WJPOu80YFRKqQDdE6lUhZNGv/5i+DbG5CpStBALxegeHWFfh79/cW/nPvZ3dtA9Olrs2RbUurp6bl+9jpgX4qEd92rAqJRS02k6W6kK4V4Gkbsx4e2Mmk3gNBD2wpwe6Oe5E+f56bkj7O18nAPdXYxUyP7FrNlOSWcDRleEra1txZ6iUkqVHg0ilSpDoZshchcZbxsjrMNzaxGEwz3d/PTYOZ698Az7Ojo42tdLqkL2L4KmpJVSauloxxqlyoe7gkHnHiLNP8tIMsmLXZ08de4sz3f8iH2dHZwZHCj2DAtKA0allMojA5TxIsSyDiJTyRRHd+4q3HjpNF77wYKNV4wxK+Eanzp2lN/91tfpHaus/YsaMCqlVBHoSmRp8kIer3LeXLDxvpX5Ahvvv69g4wEc3bmroGMWerxCj/m2rddyw4qVZR9AOiKs14BRKaVUHi3rIFIpNXOFcWNDI7vaV/C+m27RgFEppYpNVyKVUqVgMSnpeChc3MkqpVTFM1onUilVeLqHUSmlljkDRntnK6XySQNGpZQqU7oSqZRaKhowKqVUBdE9kUqpiyH2/es2XcHVLa0aMCqlVCUxRutEKqUWNtcK43gqxYfufIUGjEopVYl0JVIpFaQpaaWUUpVOg0ilFqABo1JKqYtlNJ19cUTkHuDjgAv8gzHmI9M+HwE+C9wIdANvMcYcz+eclJqPBoxKKaWWjtF09sUQERf4BPAq4DSwW0QeMsbsCzzsHUCvMeZyEdkBfBR4S77mpFSQBoxKKaXyyqAlfi7SzcBhY8xRABH5HPAGIBhEvgH4kP34i8Bfi4gYU8Zhuyq6G1es4qEd92rAqJRSKv+02PhFWQWcCtw+Ddwy12OMMSkR6QeagK7gg0TkXcC7ANauXTtxfyqZ4luZLyz5xOeSTKc5unNXwcYrxpiVcI2pTBrPqS/YeEoppSqTAUwZr0Qui6UXY8wDxpjtxpjtLS0tE/d7ocKeCwq5bkHHK8aYlXCNnlP4a1RKKVWBjPFXIvP9lgMRuUdEDojIYRH5g1k+/3YR6RSRZ+zbbyz0nPmMws4AawK3V9v7ZnvMaRHxgDr8AzZKKaWUUsteKaxE5nhOBeDfjDG/mevz5nMlcjewSUQ2iEgY2AE8NO0xDwG/aj9+E/Bd3Q+plFJKKbWkJs6pGGMSQPacyiXJWxBpjEkBvwl8A9gPfN4Ys1dEPiwiP2cf9o9Ak4gcBn4HmLG8qpRSSim1bJVGOnu2cyqrZnncG0XkORH5ooismeXzU8hyW/gTkU7ghL3ZzLRDOGVIr7E8lPs1lvv1gV5juSjmNa4zxrQs/DBVLkTk6/g/c/kWBcYCtx8wxjwQmMebgHuMMb9hb/8ycEswdS0iTcCQMWZcRN6NX7v7FfMNuuw61gT/AYrIHmPM9mLOJ9/0GstDuV9juV8f6DWWi0q4RlU6jDH3FHsO1oLnVIwxwTMp/wD8+UJPuixOZyullFJKqYu24DkVEVkRuPlz+FsR57XsViKVUkoppVTubC3u7DkVF/hU9pwKsMcY8xCw055ZSQE9wNsXet7lHkQ+sPBDlj29xvJQ7tdY7tcHeo3lohKuUakZjDEPAw9Pu++DgY//EPjDxTznsjtYo5RSSimlik/3RCqllFJKqUVbFkFkDq16IiLyb/bzT4rI+iJM86LlcH2/IyL7bO2m74jIumLM81IsdI2Bx71RRIyILLvTk7lco4j8kv1e7hWRfy30HC9VDj+ra0XkeyLytP15fW0x5nmxRORTItIhIi/M8XkRkfvt9T8nIjcUeo6XKodr/C/22p4XkR+LyHWFnuOlWugaA4+7SURStvyJUmqxjDEl/Ya/AfQIsBEIA88CV017zHuBv7Mf78Bv21P0uS/h9b0ciNuP37Ocri/Xa7SPqwEeBZ4Athd73nn4Pm4CngYa7O3WYs87D9f4APAe+/FVwPFiz3uR1/gy4AbghTk+/1rgEUCAW4Eniz3nPFzjSwI/o68px2u0j3GB7+LvEXtTseesb/q2HN+Ww0pkLq163gB8xn78ReCVIiIFnOOlWPD6jDHfM8aM2JtP4Nd3Wk5ybbf0J8BHmVowdbnI5RrfCXzCGNMLYIzpKPAcL1Uu12iAWvtxHXC2gPO7ZMaYR/FPJc7lDcBnje8JoH5aWYySt9A1GmN+nP0ZZXn+vsnl+wjwfuBLwHL7d6hUyVgOQWQurXomHmP8dov9QFNBZnfpcm1FlPUO/JWQ5WTBa7RpwTXGmK8VcmJLKJfv42Zgs4j8SESeEJFSKUKbq1yu8UPAvSJyGn+F5/2FmVrBLPbf63K3HH/fLEhEVgG/APxtseei1HK23Ev8VBQRuRfYDtxZ7LksJRFxgI+RQ02qZc7DT2nfhb+686iIXGOM6SvmpJbYW4FPG2PuE5HbgAdFZKsxuTV3VaVDRF6OH0TeUey55MFfAR8wxmSWT9JKqdKzHILIBVv1BB5zWkQ8/DRaN8tDLteHiNwN/HfgTmPMeIHmtlQWusYaYCvwffsLvR14SER+zhizp2CzvDS5fB9P4+8vSwLHROQgflC5uzBTvGS5XOM7gHsAjDGPi0gUv29suaQMc/r3utyJyLX4bc9eY6a2QisX24HP2d83zcBrRSRljPlyUWel1DKzHNLZC7bqsbd/1X78JuC7xpjlUgAzl1ZE24C/B35uGe6jgwWu0RjTb4xpNsasN8asx9+HtZwCSMjt5/TL+KuQiEgzfnr7aAHneKlyucaTwCsBRGQLEAU6CzrL/HoI+BV7SvtWoN8Yc67Yk1pKIrIW+Hfgl40xB4s9n3wwxmwI/L75IvBeDSCVWrySX4k0ubXq+Uf8tNlh/M3UO4o348XJ8fr+AqgGvmD/cj5pjPm5ok16kXK8xmUtx2v8BvBqEdkHpIHfW06rPDle4y7gkyLy2/iHbN6+jP6gQ0T+H36g32z3df4xEAIwxvwd/j7P1wKHgRHg14oz04uXwzV+EH9P+d/Y3zcpY8yyKrmVwzUqpZaAdqxRSimllFKLthzS2UoppZRSqsRoEKmUUkoppRZNg0illFJKKbVoGkQqpZRSSqlF0yBSKaWUUkotmgaRSlU4EVkjIsdEpNHebrC31xd5akoppUqYBpFKVThjzCn8HsIfsXd9BHjAGHO8aJNSSilV8rROpFIKEQkBTwGfAt4JXG/bMyqllFKzKvmONUqp/DPGJEXk94CvA6/WAFIppdRCNJ2tlMp6DXAO2FrsiSillCp9GkQqpRCR64FXAbcCvy0iK4o7I6WUUqVOg0ilKpyICP7Bmt8yxpwE/gL4y+LOSimlVKnTIFIp9U7gpDHmW/b23wBbROTOIs5JKaVUidPT2UoppZRSatF0JVIppZRSSi2aBpFKKaWUUmrRNIhUSimllFKLpkGkUkoppZRaNA0ilVJKKaXUomkQqZRSSimlFk2DSKWUUkoptWgaRCqllFJKqUX7/wHkzl4Ys3KsYAAAAABJRU5ErkJggg==\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(F.at_faces(order=2, boundary=extrapolation.NONE).at_centers())"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Let's do this again, but with different boundary conditions.\n",
    "The SU2 file we loaded defines four boundaries: inlet, outlet, upper, lower.\n",
    "We can define a boundary condition for each of these, choosing from constant values or zero gradient conditions."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>"
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "boundaries = {'inlet': vec(x=1, y=0), 'upper': ZERO_GRADIENT, 'lower': ZERO_GRADIENT, 'outlet': 0}\n",
    "F = Field(mesh, values=vec(x=0, y=0), boundary=boundaries)\n",
    "plot(F.at_faces(order=2, boundary=extrapolation.NONE).at_centers())"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "We can also sample other geometries."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>"
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(Field(mesh, Sphere(vec(x=.5, y=.5), radius=.3), 0))"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Alternatively, we can sample values from a function that is given the center position of each cell.\n",
    "Let's sample a Gaussian distribution in *x* with $\\sigma=0.2$ at the cell centroids."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "T = Field(mesh, lambda x, y: math.exp(-.5 * (x-.5)**2 / .2**2), 0)\n",
    "plot(T)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Next, let's resample an existing `Field` defined on a uniform grid to our mesh centers."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 4 Axes>"
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 4 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "grid = CenteredGrid(Noise(scale=.5), x=20, y=20, bounds=Box(x=(0, 1.5), y=(0, 1)))\n",
    "plot(grid, Field(mesh, grid, 0))"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Finally, let's construct a `Field` from a `Tensor` directly.\n",
    "This tensor needs to have a dimension that lists the values for each cell in addition to any other dimensions (vector, batch, etc.).\n",
    "This dimension is an instance dimension, typically called `cells`, and can be obtained from the mesh."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [
    {
     "data": {
      "text/plain": "(cellsⁱ=300)"
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dim = instance(mesh)\n",
    "dim"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "With this, we can create tensors for our field."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 3 Axes>"
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 3 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "rnd_scalar = Field(mesh, math.random_uniform(dim), 0)\n",
    "rnd_vector = Field(mesh, vec(x=math.random_normal(dim), y=math.random_normal(dim)), 0)\n",
    "plot(rnd_scalar, rnd_vector * .05)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Working with Unstructured Fields\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## How it Works\n",
    "\n",
    "Sparse matrices\n",
    "Dimensions (instance / dual)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Further Reading\n",
    "\n",
    "Running finite volumes simulations"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}